Overview
Brought to you by YData
Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 300 |
| Missing cells | 1605 |
| Missing cells (%) | 19.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 65.8 KiB |
| Average record size in memory | 224.4 B |
Variable types
| Categorical | 21 |
|---|---|
| Numeric | 7 |
V1 is highly overall correlated with V24 | High correlation |
V10 is highly overall correlated with V27 | High correlation |
V11 is highly overall correlated with V27 | High correlation |
V13 is highly overall correlated with V27 | High correlation |
V15 is highly overall correlated with V27 | High correlation |
V16 is highly overall correlated with V2 and 4 other fields | High correlation |
V18 is highly overall correlated with V24 and 1 other fields | High correlation |
V2 is highly overall correlated with V16 and 2 other fields | High correlation |
V22 is highly overall correlated with V16 and 2 other fields | High correlation |
V24 is highly overall correlated with V1 and 1 other fields | High correlation |
V26 is highly overall correlated with V16 | High correlation |
V27 is highly overall correlated with V10 and 9 other fields | High correlation |
V28 is highly overall correlated with V16 and 1 other fields | High correlation |
V3 is highly overall correlated with V2 and 1 other fields | High correlation |
V5 is highly overall correlated with V2 | High correlation |
V6 is highly overall correlated with V27 | High correlation |
V7 is highly overall correlated with V27 | High correlation |
V8 is highly overall correlated with V27 | High correlation |
V9 is highly overall correlated with V27 | High correlation |
V2 is highly imbalanced (59.8%) | Imbalance |
V27 is highly imbalanced (96.8%) | Imbalance |
V4 has 60 (20.0%) missing values | Missing |
V5 has 24 (8.0%) missing values | Missing |
V6 has 58 (19.3%) missing values | Missing |
V7 has 56 (18.7%) missing values | Missing |
V8 has 69 (23.0%) missing values | Missing |
V9 has 47 (15.7%) missing values | Missing |
V10 has 32 (10.7%) missing values | Missing |
V11 has 55 (18.3%) missing values | Missing |
V12 has 44 (14.7%) missing values | Missing |
V13 has 56 (18.7%) missing values | Missing |
V14 has 104 (34.7%) missing values | Missing |
V15 has 106 (35.3%) missing values | Missing |
V16 has 247 (82.3%) missing values | Missing |
V17 has 102 (34.0%) missing values | Missing |
V18 has 118 (39.3%) missing values | Missing |
V19 has 29 (9.7%) missing values | Missing |
V20 has 33 (11.0%) missing values | Missing |
V21 has 165 (55.0%) missing values | Missing |
V22 has 198 (66.0%) missing values | Missing |
V25 has 56 (18.7%) zeros | Zeros |
V26 has 293 (97.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-07-01 20:45:51.694357 |
|---|---|
| Analysis finished | 2025-07-01 20:46:07.848784 |
| Duration | 16.15 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
V1
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Memory size | 2.5 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 180 | |
| 2 | 119 | |
| (Missing) | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 180 | |
| 2 | 119 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 180 | |
| 2 | 119 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 180 | |
| 2 | 119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 180 | |
| 2 | 119 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 180 | |
| 2 | 119 |
V2
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| 1 | |
|---|---|
| 9 | 24 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 9 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 276 | |
| 9 | 24 | 8.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 276 | |
| 9 | 24 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 276 | |
| 9 | 24 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 276 | |
| 9 | 24 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 276 | |
| 9 | 24 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 276 | |
| 9 | 24 | 8.0% |
V3
Real number (ℝ)
High correlation 
| Distinct | 284 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1085888.8 |
| Minimum | 518476 |
|---|---|
| Maximum | 5305629 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 518476 |
|---|---|
| 5-th percentile | 527696.95 |
| Q1 | 528904 |
| median | 530305.5 |
| Q3 | 534727.5 |
| 95-th percentile | 5290787.5 |
| Maximum | 5305629 |
| Range | 4787153 |
| Interquartile range (IQR) | 5823.5 |
Descriptive statistics
| Standard deviation | 1529800.9 |
|---|---|
| Coefficient of variation (CV) | 1.4088007 |
| Kurtosis | 3.7863713 |
| Mean | 1085888.8 |
| Median Absolute Deviation (MAD) | 2377.5 |
| Skewness | 2.4002271 |
| Sum | 3.2576665 × 108 |
| Variance | 2.3402908 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 528729 | 2 | 0.7% |
| 532349 | 2 | 0.7% |
| 527544 | 2 | 0.7% |
| 529424 | 2 | 0.7% |
| 529461 | 2 | 0.7% |
| 530693 | 2 | 0.7% |
| 528469 | 2 | 0.7% |
| 5279822 | 2 | 0.7% |
| 529796 | 2 | 0.7% |
| 528931 | 2 | 0.7% |
| Other values (274) | 280 |
| Value | Count | Frequency (%) |
| 518476 | 1 | |
| 521399 | 1 | |
| 521681 | 1 | |
| 522979 | 1 | |
| 523190 | 1 | |
| 526639 | 1 | |
| 526802 | 1 | |
| 527365 | 1 | |
| 527463 | 1 | |
| 527518 | 1 |
| Value | Count | Frequency (%) |
| 5305629 | 1 | |
| 5305129 | 1 | |
| 5301219 | 1 | |
| 5299629 | 1 | |
| 5299603 | 1 | |
| 5299253 | 1 | |
| 5297379 | 1 | |
| 5297159 | 1 | |
| 5294539 | 1 | |
| 5294369 | 1 |
V4
Real number (ℝ)
Missing 
| Distinct | 40 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 60 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.167917 |
| Minimum | 35.4 |
|---|---|
| Maximum | 40.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 35.4 |
|---|---|
| 5-th percentile | 37.1 |
| Q1 | 37.8 |
| median | 38.2 |
| Q3 | 38.5 |
| 95-th percentile | 39.4 |
| Maximum | 40.8 |
| Range | 5.4 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.73228866 |
|---|---|
| Coefficient of variation (CV) | 0.019185974 |
| Kurtosis | 1.6815821 |
| Mean | 38.167917 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 0.033551141 |
| Sum | 9160.3 |
| Variance | 0.53624669 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38 | 26 | 8.7% |
| 38.5 | 19 | 6.3% |
| 38.3 | 18 | 6.0% |
| 37.8 | 17 | 5.7% |
| 38.2 | 16 | 5.3% |
| 37.5 | 12 | 4.0% |
| 38.1 | 12 | 4.0% |
| 38.6 | 12 | 4.0% |
| 38.4 | 11 | 3.7% |
| 38.7 | 7 | 2.3% |
| Other values (30) | 90 | |
| (Missing) | 60 |
| Value | Count | Frequency (%) |
| 35.4 | 1 | 0.3% |
| 36 | 1 | 0.3% |
| 36.1 | 1 | 0.3% |
| 36.4 | 1 | 0.3% |
| 36.5 | 2 | |
| 36.6 | 1 | 0.3% |
| 36.8 | 1 | 0.3% |
| 36.9 | 1 | 0.3% |
| 37 | 2 | |
| 37.1 | 3 |
| Value | Count | Frequency (%) |
| 40.8 | 1 | 0.3% |
| 40.3 | 2 | 0.7% |
| 40 | 1 | 0.3% |
| 39.9 | 1 | 0.3% |
| 39.7 | 1 | 0.3% |
| 39.6 | 1 | 0.3% |
| 39.5 | 4 | |
| 39.4 | 3 | |
| 39.3 | 4 | |
| 39.2 | 5 |
V5
Real number (ℝ)
High correlation  Missing 
| Distinct | 52 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 24 |
| Missing (%) | 8.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.913043 |
| Minimum | 30 |
|---|---|
| Maximum | 184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 48 |
| median | 64 |
| Q3 | 88 |
| 95-th percentile | 125 |
| Maximum | 184 |
| Range | 154 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 28.630557 |
|---|---|
| Coefficient of variation (CV) | 0.39812745 |
| Kurtosis | 0.72380218 |
| Mean | 71.913043 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 1.0230835 |
| Sum | 19848 |
| Variance | 819.70877 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48 | 28 | 9.3% |
| 60 | 25 | 8.3% |
| 40 | 18 | 6.0% |
| 88 | 12 | 4.0% |
| 52 | 12 | 4.0% |
| 100 | 11 | 3.7% |
| 44 | 11 | 3.7% |
| 72 | 11 | 3.7% |
| 42 | 10 | 3.3% |
| 120 | 10 | 3.3% |
| Other values (42) | 128 | |
| (Missing) | 24 | 8.0% |
| Value | Count | Frequency (%) |
| 30 | 2 | 0.7% |
| 36 | 3 | 1.0% |
| 38 | 1 | 0.3% |
| 40 | 18 | |
| 42 | 10 | 3.3% |
| 44 | 11 | 3.7% |
| 45 | 2 | 0.7% |
| 46 | 1 | 0.3% |
| 48 | 28 | |
| 49 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 184 | 1 | |
| 164 | 1 | |
| 160 | 1 | |
| 150 | 2 | |
| 146 | 1 | |
| 140 | 2 | |
| 136 | 1 | |
| 132 | 1 | |
| 130 | 2 | |
| 129 | 1 |
V6
Categorical
High correlation  Missing 
| Distinct | 40 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 58 |
| Missing (%) | 19.3% |
| Memory size | 2.5 KiB |
| 20 | |
|---|---|
| 24 | |
| 16 | |
| 12 | |
| 30 | |
| Other values (35) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.9876033 |
| Min length | 1 |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | 5.0% |
Sample
| 1st row | 28 |
|---|---|
| 2nd row | 20 |
| 3rd row | 24 |
| 4th row | 84 |
| 5th row | 35 |
Common Values
| Value | Count | Frequency (%) |
| 20 | 28 | |
| 24 | 27 | |
| 16 | 22 | 7.3% |
| 12 | 19 | 6.3% |
| 30 | 19 | 6.3% |
| 40 | 17 | 5.7% |
| 36 | 16 | 5.3% |
| 28 | 13 | 4.3% |
| 32 | 11 | 3.7% |
| 18 | 8 | 2.7% |
| Other values (30) | 62 | |
| (Missing) | 58 |
Length
| Value | Count | Frequency (%) |
| 20 | 28 | |
| 24 | 27 | |
| 16 | 22 | 9.1% |
| 12 | 19 | 7.9% |
| 30 | 19 | 7.9% |
| 40 | 17 | 7.0% |
| 36 | 16 | 6.6% |
| 28 | 13 | 5.4% |
| 32 | 11 | 4.5% |
| 18 | 8 | 3.3% |
| Other values (30) | 62 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 112 | |
| 0 | 80 | |
| 4 | 66 | |
| 1 | 62 | |
| 3 | 52 | |
| 6 | 50 | |
| 8 | 39 | 8.1% |
| 5 | 11 | 2.3% |
| 9 | 6 | 1.2% |
| 7 | 3 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 481 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 112 | |
| 0 | 80 | |
| 4 | 66 | |
| 1 | 62 | |
| 3 | 52 | |
| 6 | 50 | |
| 8 | 39 | 8.1% |
| 5 | 11 | 2.3% |
| 9 | 6 | 1.2% |
| 7 | 3 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 481 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 112 | |
| 0 | 80 | |
| 4 | 66 | |
| 1 | 62 | |
| 3 | 52 | |
| 6 | 50 | |
| 8 | 39 | 8.1% |
| 5 | 11 | 2.3% |
| 9 | 6 | 1.2% |
| 7 | 3 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 481 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 112 | |
| 0 | 80 | |
| 4 | 66 | |
| 1 | 62 | |
| 3 | 52 | |
| 6 | 50 | |
| 8 | 39 | 8.1% |
| 5 | 11 | 2.3% |
| 9 | 6 | 1.2% |
| 7 | 3 | 0.6% |
V7
Categorical
High correlation  Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 56 |
| Missing (%) | 18.7% |
| Memory size | 2.5 KiB |
| 3 | |
|---|---|
| 1 | |
| 2 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 4 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 109 | |
| 1 | 78 | |
| 2 | 30 | 10.0% |
| 4 | 27 | 9.0% |
| (Missing) | 56 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 109 | |
| 1 | 78 | |
| 2 | 30 | 12.3% |
| 4 | 27 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 109 | |
| 1 | 78 | |
| 2 | 30 | 12.3% |
| 4 | 27 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 244 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 109 | |
| 1 | 78 | |
| 2 | 30 | 12.3% |
| 4 | 27 | 11.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 244 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 109 | |
| 1 | 78 | |
| 2 | 30 | 12.3% |
| 4 | 27 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 244 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 109 | |
| 1 | 78 | |
| 2 | 30 | 12.3% |
| 4 | 27 | 11.1% |
V8
Categorical
High correlation  Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 69 |
| Missing (%) | 23.0% |
| Memory size | 2.5 KiB |
| 1 | |
|---|---|
| 3 | |
| 4 | 8 |
| 2 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 115 | |
| 3 | 103 | |
| 4 | 8 | 2.7% |
| 2 | 5 | 1.7% |
| (Missing) | 69 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 115 | |
| 3 | 103 | |
| 4 | 8 | 3.5% |
| 2 | 5 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 115 | |
| 3 | 103 | |
| 4 | 8 | 3.5% |
| 2 | 5 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 231 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 115 | |
| 3 | 103 | |
| 4 | 8 | 3.5% |
| 2 | 5 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 231 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 115 | |
| 3 | 103 | |
| 4 | 8 | 3.5% |
| 2 | 5 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 231 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 115 | |
| 3 | 103 | |
| 4 | 8 | 3.5% |
| 2 | 5 | 2.2% |
V9
Categorical
High correlation  Missing 
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 47 |
| Missing (%) | 15.7% |
| Memory size | 2.5 KiB |
| 1 | |
|---|---|
| 3 | |
| 4 | |
| 2 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 3 |
| 3rd row | 6 |
| 4th row | 6 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 79 | |
| 3 | 58 | |
| 4 | 41 | |
| 2 | 30 | 10.0% |
| 5 | 25 | 8.3% |
| 6 | 20 | 6.7% |
| (Missing) | 47 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 79 | |
| 3 | 58 | |
| 4 | 41 | |
| 2 | 30 | 11.9% |
| 5 | 25 | 9.9% |
| 6 | 20 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 79 | |
| 3 | 58 | |
| 4 | 41 | |
| 2 | 30 | 11.9% |
| 5 | 25 | 9.9% |
| 6 | 20 | 7.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 253 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 79 | |
| 3 | 58 | |
| 4 | 41 | |
| 2 | 30 | 11.9% |
| 5 | 25 | 9.9% |
| 6 | 20 | 7.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 253 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 79 | |
| 3 | 58 | |
| 4 | 41 | |
| 2 | 30 | 11.9% |
| 5 | 25 | 9.9% |
| 6 | 20 | 7.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 253 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 79 | |
| 3 | 58 | |
| 4 | 41 | |
| 2 | 30 | 11.9% |
| 5 | 25 | 9.9% |
| 6 | 20 | 7.9% |
V10
Categorical
High correlation  Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 32 |
| Missing (%) | 10.7% |
| Memory size | 2.5 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 188 | |
| 2 | 78 | |
| 3 | 2 | 0.7% |
| (Missing) | 32 | 10.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 188 | |
| 2 | 78 | |
| 3 | 2 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 188 | |
| 2 | 78 | |
| 3 | 2 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 268 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 188 | |
| 2 | 78 | |
| 3 | 2 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 268 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 188 | |
| 2 | 78 | |
| 3 | 2 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 268 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 188 | |
| 2 | 78 | |
| 3 | 2 | 0.7% |
V11
Categorical
High correlation  Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 55 |
| Missing (%) | 18.3% |
| Memory size | 2.5 KiB |
| 3 | |
|---|---|
| 2 | |
| 5 | |
| 4 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 67 | |
| 2 | 59 | |
| 5 | 42 | |
| 4 | 39 | |
| 1 | 38 | |
| (Missing) | 55 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 67 | |
| 2 | 59 | |
| 5 | 42 | |
| 4 | 39 | |
| 1 | 38 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 67 | |
| 2 | 59 | |
| 5 | 42 | |
| 4 | 39 | |
| 1 | 38 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 245 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 67 | |
| 2 | 59 | |
| 5 | 42 | |
| 4 | 39 | |
| 1 | 38 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 245 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 67 | |
| 2 | 59 | |
| 5 | 42 | |
| 4 | 39 | |
| 1 | 38 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 245 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 67 | |
| 2 | 59 | |
| 5 | 42 | |
| 4 | 39 | |
| 1 | 38 |
V12
Categorical
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 44 |
| Missing (%) | 14.7% |
| Memory size | 2.5 KiB |
| 3 | |
|---|---|
| 4 | |
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 128 | |
| 4 | 73 | |
| 1 | 39 | 13.0% |
| 2 | 16 | 5.3% |
| (Missing) | 44 | 14.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 128 | |
| 4 | 73 | |
| 1 | 39 | 15.2% |
| 2 | 16 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 128 | |
| 4 | 73 | |
| 1 | 39 | 15.2% |
| 2 | 16 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 256 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 128 | |
| 4 | 73 | |
| 1 | 39 | 15.2% |
| 2 | 16 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 256 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 128 | |
| 4 | 73 | |
| 1 | 39 | 15.2% |
| 2 | 16 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 256 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 128 | |
| 4 | 73 | |
| 1 | 39 | 15.2% |
| 2 | 16 | 6.2% |
V13
Categorical
High correlation  Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 56 |
| Missing (%) | 18.7% |
| Memory size | 2.5 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 4 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 76 | |
| 3 | 65 | |
| 2 | 65 | |
| 4 | 38 | |
| (Missing) | 56 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 76 | |
| 3 | 65 | |
| 2 | 65 | |
| 4 | 38 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 76 | |
| 3 | 65 | |
| 2 | 65 | |
| 4 | 38 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 244 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 76 | |
| 3 | 65 | |
| 2 | 65 | |
| 4 | 38 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 244 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 76 | |
| 3 | 65 | |
| 2 | 65 | |
| 4 | 38 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 244 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 76 | |
| 3 | 65 | |
| 2 | 65 | |
| 4 | 38 |
V14
Categorical
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 104 |
| Missing (%) | 34.7% |
| Memory size | 2.5 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 102 | |
| 1 | 71 | |
| 3 | 23 | 7.7% |
| (Missing) | 104 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 102 | |
| 1 | 71 | |
| 3 | 23 | 11.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 102 | |
| 1 | 71 | |
| 3 | 23 | 11.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 196 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 102 | |
| 1 | 71 | |
| 3 | 23 | 11.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 196 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 102 | |
| 1 | 71 | |
| 3 | 23 | 11.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 196 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 102 | |
| 1 | 71 | |
| 3 | 23 | 11.7% |
V15
Categorical
High correlation  Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 106 |
| Missing (%) | 35.3% |
| Memory size | 2.5 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 120 | |
| 3 | 39 | 13.0% |
| 2 | 35 | 11.7% |
| (Missing) | 106 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 120 | |
| 3 | 39 | 20.1% |
| 2 | 35 | 18.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 120 | |
| 3 | 39 | 20.1% |
| 2 | 35 | 18.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 194 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120 | |
| 3 | 39 | 20.1% |
| 2 | 35 | 18.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 194 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120 | |
| 3 | 39 | 20.1% |
| 2 | 35 | 18.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 194 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 120 | |
| 3 | 39 | 20.1% |
| 2 | 35 | 18.0% |
V16
Categorical
High correlation  Missing 
| Distinct | 20 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 247 |
| Missing (%) | 82.3% |
| Memory size | 2.5 KiB |
| 2 | |
|---|---|
| 7.00 | |
| 6.50 | |
| 5.00 | |
| 5.50 | |
| Other values (15) |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.3773585 |
| Min length | 1 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 18.9% |
Sample
| 1st row | 5.00 |
|---|---|
| 2nd row | 3.00 |
| 3rd row | 7.20 |
| 4th row | 4.50 |
| 5th row | 5.50 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 9 | 3.0% |
| 7.00 | 8 | 2.7% |
| 6.50 | 5 | 1.7% |
| 5.00 | 4 | 1.3% |
| 5.50 | 4 | 1.3% |
| 4.00 | 3 | 1.0% |
| 3.00 | 3 | 1.0% |
| 4.50 | 3 | 1.0% |
| 7.50 | 2 | 0.7% |
| 1 | 2 | 0.7% |
| Other values (10) | 10 | 3.3% |
| (Missing) | 247 |
Length
| Value | Count | Frequency (%) |
| 2 | 9 | |
| 7.00 | 8 | |
| 6.50 | 5 | |
| 5.00 | 4 | 7.5% |
| 5.50 | 4 | 7.5% |
| 4.00 | 3 | 5.7% |
| 3.00 | 3 | 5.7% |
| 4.50 | 3 | 5.7% |
| 7.50 | 2 | 3.8% |
| 1 | 2 | 3.8% |
| Other values (10) | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 61 | |
| . | 42 | |
| 5 | 27 | |
| 7 | 12 | 6.7% |
| 2 | 11 | 6.1% |
| 4 | 10 | 5.6% |
| 6 | 7 | 3.9% |
| 3 | 6 | 3.4% |
| 1 | 3 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 179 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61 | |
| . | 42 | |
| 5 | 27 | |
| 7 | 12 | 6.7% |
| 2 | 11 | 6.1% |
| 4 | 10 | 5.6% |
| 6 | 7 | 3.9% |
| 3 | 6 | 3.4% |
| 1 | 3 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 179 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61 | |
| . | 42 | |
| 5 | 27 | |
| 7 | 12 | 6.7% |
| 2 | 11 | 6.1% |
| 4 | 10 | 5.6% |
| 6 | 7 | 3.9% |
| 3 | 6 | 3.4% |
| 1 | 3 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 179 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 61 | |
| . | 42 | |
| 5 | 27 | |
| 7 | 12 | 6.7% |
| 2 | 11 | 6.1% |
| 4 | 10 | 5.6% |
| 6 | 7 | 3.9% |
| 3 | 6 | 3.4% |
| 1 | 3 | 1.7% |
V17
Categorical
Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 102 |
| Missing (%) | 34.0% |
| Memory size | 2.5 KiB |
| 4 | |
|---|---|
| 1 | |
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 4 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 79 | |
| 1 | 57 | |
| 3 | 49 | |
| 2 | 13 | 4.3% |
| (Missing) | 102 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 79 | |
| 1 | 57 | |
| 3 | 49 | |
| 2 | 13 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 79 | |
| 1 | 57 | |
| 3 | 49 | |
| 2 | 13 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 198 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 79 | |
| 1 | 57 | |
| 3 | 49 | |
| 2 | 13 | 6.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 198 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 79 | |
| 1 | 57 | |
| 3 | 49 | |
| 2 | 13 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 198 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 79 | |
| 1 | 57 | |
| 3 | 49 | |
| 2 | 13 | 6.6% |
V18
Categorical
High correlation  Missing 
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 118 |
| Missing (%) | 39.3% |
| Memory size | 2.5 KiB |
| 5 | |
|---|---|
| 4 | |
| 1 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 79 | |
| 4 | 43 | 14.3% |
| 1 | 28 | 9.3% |
| 2 | 19 | 6.3% |
| 3 | 13 | 4.3% |
| (Missing) | 118 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 79 | |
| 4 | 43 | |
| 1 | 28 | 15.4% |
| 2 | 19 | 10.4% |
| 3 | 13 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 79 | |
| 4 | 43 | |
| 1 | 28 | 15.4% |
| 2 | 19 | 10.4% |
| 3 | 13 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 182 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 79 | |
| 4 | 43 | |
| 1 | 28 | 15.4% |
| 2 | 19 | 10.4% |
| 3 | 13 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 182 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 79 | |
| 4 | 43 | |
| 1 | 28 | 15.4% |
| 2 | 19 | 10.4% |
| 3 | 13 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 182 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 79 | |
| 4 | 43 | |
| 1 | 28 | 15.4% |
| 2 | 19 | 10.4% |
| 3 | 13 | 7.1% |
V19
Real number (ℝ)
Missing 
| Distinct | 50 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 29 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.295203 |
| Minimum | 23 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 38 |
| median | 45 |
| Q3 | 52 |
| 95-th percentile | 67.5 |
| Maximum | 75 |
| Range | 52 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.419335 |
|---|---|
| Coefficient of variation (CV) | 0.22506294 |
| Kurtosis | 0.094093098 |
| Mean | 46.295203 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.70013509 |
| Sum | 12546 |
| Variance | 108.56253 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 16 | 5.3% |
| 50 | 16 | 5.3% |
| 43 | 14 | 4.7% |
| 45 | 14 | 4.7% |
| 44 | 13 | 4.3% |
| 40 | 12 | 4.0% |
| 36 | 11 | 3.7% |
| 47 | 10 | 3.3% |
| 35 | 10 | 3.3% |
| 46 | 9 | 3.0% |
| Other values (40) | 146 | |
| (Missing) | 29 | 9.7% |
| Value | Count | Frequency (%) |
| 23 | 1 | 0.3% |
| 24 | 1 | 0.3% |
| 26 | 1 | 0.3% |
| 28 | 1 | 0.3% |
| 30 | 1 | 0.3% |
| 31 | 2 | 0.7% |
| 31.5 | 1 | 0.3% |
| 32 | 2 | 0.7% |
| 33 | 8 | |
| 34 | 5 |
| Value | Count | Frequency (%) |
| 75 | 2 | |
| 74 | 1 | 0.3% |
| 73 | 2 | |
| 72 | 1 | 0.3% |
| 71 | 1 | 0.3% |
| 70 | 1 | 0.3% |
| 69 | 2 | |
| 68 | 4 | |
| 67 | 1 | 0.3% |
| 66 | 3 |
V20
Real number (ℝ)
Missing 
| Distinct | 81 |
|---|---|
| Distinct (%) | 30.3% |
| Missing | 33 |
| Missing (%) | 11.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.456929 |
| Minimum | 3.3 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 3.3 |
|---|---|
| 5-th percentile | 5.5 |
| Q1 | 6.5 |
| median | 7.5 |
| Q3 | 57 |
| 95-th percentile | 74.7 |
| Maximum | 89 |
| Range | 85.7 |
| Interquartile range (IQR) | 50.5 |
Descriptive statistics
| Standard deviation | 27.475009 |
|---|---|
| Coefficient of variation (CV) | 1.1234039 |
| Kurtosis | -0.86087505 |
| Mean | 24.456929 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | 0.99507202 |
| Sum | 6530 |
| Variance | 754.87615 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 15 | 5.0% |
| 6.5 | 15 | 5.0% |
| 7.5 | 13 | 4.3% |
| 6.6 | 11 | 3.7% |
| 7.2 | 9 | 3.0% |
| 5.9 | 8 | 2.7% |
| 6.7 | 8 | 2.7% |
| 65 | 8 | 2.7% |
| 6 | 7 | 2.3% |
| 6.8 | 6 | 2.0% |
| Other values (71) | 167 | |
| (Missing) | 33 | 11.0% |
| Value | Count | Frequency (%) |
| 3.3 | 1 | 0.3% |
| 4 | 1 | 0.3% |
| 4.5 | 2 | |
| 4.6 | 1 | 0.3% |
| 4.7 | 1 | 0.3% |
| 4.9 | 2 | |
| 5 | 1 | 0.3% |
| 5.3 | 2 | |
| 5.5 | 4 | |
| 5.7 | 3 |
| Value | Count | Frequency (%) |
| 89 | 1 | 0.3% |
| 86 | 1 | 0.3% |
| 85 | 1 | 0.3% |
| 82 | 1 | 0.3% |
| 81 | 2 | |
| 80 | 2 | |
| 77 | 2 | |
| 76 | 1 | 0.3% |
| 75 | 3 | |
| 74 | 2 |
V21
Categorical
Missing 
| Distinct | 3 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 165 |
| Missing (%) | 55.0% |
| Memory size | 2.5 KiB |
| 2 | |
|---|---|
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 48 | 16.0% |
| 3 | 46 | 15.3% |
| 1 | 41 | 13.7% |
| (Missing) | 165 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 48 | |
| 3 | 46 | |
| 1 | 41 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 48 | |
| 3 | 46 | |
| 1 | 41 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 135 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 48 | |
| 3 | 46 | |
| 1 | 41 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 135 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 48 | |
| 3 | 46 | |
| 1 | 41 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 135 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 48 | |
| 3 | 46 | |
| 1 | 41 |
V22
Categorical
High correlation  Missing 
| Distinct | 39 |
|---|---|
| Distinct (%) | 38.2% |
| Missing | 198 |
| Missing (%) | 66.0% |
| Memory size | 2.5 KiB |
| 2 | |
|---|---|
| 1 | |
| 3.90 | 4 |
| 2.60 | 4 |
| 5.00 | 3 |
| Other values (34) |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 2.8431373 |
| Min length | 1 |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 20.6% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 5.30 |
| 3rd row | 2.20 |
| 4th row | 3.60 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 25 | 8.3% |
| 1 | 15 | 5.0% |
| 3.90 | 4 | 1.3% |
| 2.60 | 4 | 1.3% |
| 5.00 | 3 | 1.0% |
| 7.00 | 3 | 1.0% |
| 3.60 | 3 | 1.0% |
| 2.80 | 3 | 1.0% |
| 3.40 | 3 | 1.0% |
| 4.50 | 2 | 0.7% |
| Other values (29) | 37 | 12.3% |
| (Missing) | 198 |
Length
| Value | Count | Frequency (%) |
| 2 | 25 | |
| 1 | 15 | |
| 3.90 | 4 | 3.9% |
| 2.60 | 4 | 3.9% |
| 5.00 | 3 | 2.9% |
| 7.00 | 3 | 2.9% |
| 3.60 | 3 | 2.9% |
| 2.80 | 3 | 2.9% |
| 3.40 | 3 | 2.9% |
| 4.50 | 2 | 2.0% |
| Other values (29) | 37 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 80 | |
| . | 62 | |
| 2 | 42 | |
| 1 | 29 | 10.0% |
| 3 | 23 | 7.9% |
| 4 | 15 | 5.2% |
| 6 | 13 | 4.5% |
| 5 | 10 | 3.4% |
| 7 | 6 | 2.1% |
| 9 | 5 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 290 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 80 | |
| . | 62 | |
| 2 | 42 | |
| 1 | 29 | 10.0% |
| 3 | 23 | 7.9% |
| 4 | 15 | 5.2% |
| 6 | 13 | 4.5% |
| 5 | 10 | 3.4% |
| 7 | 6 | 2.1% |
| 9 | 5 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 290 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 80 | |
| . | 62 | |
| 2 | 42 | |
| 1 | 29 | 10.0% |
| 3 | 23 | 7.9% |
| 4 | 15 | 5.2% |
| 6 | 13 | 4.5% |
| 5 | 10 | 3.4% |
| 7 | 6 | 2.1% |
| 9 | 5 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 290 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 80 | |
| . | 62 | |
| 2 | 42 | |
| 1 | 29 | 10.0% |
| 3 | 23 | 7.9% |
| 4 | 15 | 5.2% |
| 6 | 13 | 4.5% |
| 5 | 10 | 3.4% |
| 7 | 6 | 2.1% |
| 9 | 5 | 1.7% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 178 | |
| 2 | 77 | |
| 3 | 44 | 14.7% |
| (Missing) | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 178 | |
| 2 | 77 | |
| 3 | 44 | 14.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 178 | |
| 2 | 77 | |
| 3 | 44 | 14.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 178 | |
| 2 | 77 | |
| 3 | 44 | 14.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 178 | |
| 2 | 77 | |
| 3 | 44 | 14.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 178 | |
| 2 | 77 | |
| 3 | 44 | 14.7% |
V24
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 191 | |
| 2 | 109 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 191 | |
| 2 | 109 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 191 | |
| 2 | 109 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 191 | |
| 2 | 109 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 191 | |
| 2 | 109 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 191 | |
| 2 | 109 |
V25
Real number (ℝ)
Zeros 
| Distinct | 61 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3657.88 |
| Minimum | 0 |
|---|---|
| Maximum | 41110 |
| Zeros | 56 |
| Zeros (%) | 18.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2111.75 |
| median | 2673.5 |
| Q3 | 3209 |
| 95-th percentile | 9400 |
| Maximum | 41110 |
| Range | 41110 |
| Interquartile range (IQR) | 1097.25 |
Descriptive statistics
| Standard deviation | 5399.5135 |
|---|---|
| Coefficient of variation (CV) | 1.4761319 |
| Kurtosis | 21.346565 |
| Mean | 3657.88 |
| Median Absolute Deviation (MAD) | 561.5 |
| Skewness | 4.3457339 |
| Sum | 1097364 |
| Variance | 29154746 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 56 | |
| 3111 | 33 | 11.0% |
| 3205 | 29 | 9.7% |
| 2208 | 20 | 6.7% |
| 2205 | 13 | 4.3% |
| 2209 | 11 | 3.7% |
| 4205 | 11 | 3.7% |
| 2124 | 9 | 3.0% |
| 1400 | 8 | 2.7% |
| 31110 | 7 | 2.3% |
| Other values (51) | 103 |
| Value | Count | Frequency (%) |
| 0 | 56 | |
| 300 | 1 | 0.3% |
| 400 | 5 | 1.7% |
| 1111 | 1 | 0.3% |
| 1124 | 1 | 0.3% |
| 1400 | 8 | 2.7% |
| 2111 | 3 | 1.0% |
| 2112 | 5 | 1.7% |
| 2113 | 6 | 2.0% |
| 2124 | 9 | 3.0% |
| Value | Count | Frequency (%) |
| 41110 | 1 | 0.3% |
| 31110 | 7 | |
| 21110 | 1 | 0.3% |
| 12208 | 1 | 0.3% |
| 11400 | 1 | 0.3% |
| 11300 | 1 | 0.3% |
| 11124 | 2 | 0.7% |
| 9400 | 2 | 0.7% |
| 9000 | 1 | 0.3% |
| 8400 | 2 | 0.7% |
V26
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.226667 |
| Minimum | 0 |
|---|---|
| Maximum | 7111 |
| Zeros | 293 |
| Zeros (%) | 97.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7111 |
| Range | 7111 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 649.56923 |
|---|---|
| Coefficient of variation (CV) | 7.1993043 |
| Kurtosis | 75.181945 |
| Mean | 90.226667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.3134244 |
| Sum | 27068 |
| Variance | 421940.19 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 293 | |
| 3111 | 3 | 1.0% |
| 1400 | 1 | 0.3% |
| 7111 | 1 | 0.3% |
| 6112 | 1 | 0.3% |
| 3112 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 293 | |
| 1400 | 1 | 0.3% |
| 3111 | 3 | 1.0% |
| 3112 | 1 | 0.3% |
| 6112 | 1 | 0.3% |
| 7111 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 7111 | 1 | 0.3% |
| 6112 | 1 | 0.3% |
| 3112 | 1 | 0.3% |
| 3111 | 3 | 1.0% |
| 1400 | 1 | 0.3% |
| 0 | 293 |
V27
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| 0 | |
|---|---|
| 2209 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.01 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 299 | |
| 2209 | 1 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 299 | |
| 2209 | 1 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 300 | |
| 2 | 2 | 0.7% |
| 9 | 1 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 303 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 300 | |
| 2 | 2 | 0.7% |
| 9 | 1 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 303 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 300 | |
| 2 | 2 | 0.7% |
| 9 | 1 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 303 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 300 | |
| 2 | 2 | 0.7% |
| 9 | 1 | 0.3% |
V28
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 201 | |
| 1 | 99 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 201 | |
| 1 | 99 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 201 | |
| 1 | 99 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 201 | |
| 1 | 99 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 201 | |
| 1 | 99 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 300 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 201 | |
| 1 | 99 |
Interactions
Correlations
| V1 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V2 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| V1 | 1.000 | 0.047 | 0.324 | 0.290 | 0.265 | 0.112 | 0.103 | 0.112 | 0.233 | 0.468 | 0.000 | 0.050 | 0.000 | 0.207 | 0.375 | 0.172 | 0.596 | 0.029 | 0.071 | 0.000 | 0.000 | 0.100 | 0.238 | 0.171 | 0.107 | 0.159 | 0.240 | 0.192 |
| V10 | 0.047 | 1.000 | 0.256 | 0.248 | 0.269 | 0.076 | 0.208 | 0.000 | 0.214 | 0.195 | 0.204 | 0.000 | 0.000 | 0.370 | 0.068 | 0.236 | 0.168 | 0.010 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.301 | 0.000 | 0.224 | 0.307 | 0.377 |
| V11 | 0.324 | 0.256 | 1.000 | 0.278 | 0.271 | 0.068 | 0.140 | 0.116 | 0.212 | 0.277 | 0.229 | 0.000 | 0.138 | 0.227 | 0.203 | 0.359 | 0.455 | 0.078 | 0.000 | 1.000 | 0.127 | 0.000 | 0.149 | 0.283 | 0.185 | 0.219 | 0.285 | 0.270 |
| V12 | 0.290 | 0.248 | 0.278 | 1.000 | 0.282 | 0.000 | 0.199 | 0.360 | 0.265 | 0.259 | 0.295 | 0.000 | 0.061 | 0.199 | 0.301 | 0.231 | 0.373 | 0.000 | 0.000 | 0.100 | 0.051 | 0.000 | 0.000 | 0.134 | 0.000 | 0.259 | 0.310 | 0.330 |
| V13 | 0.265 | 0.269 | 0.271 | 0.282 | 1.000 | 0.163 | 0.120 | 0.000 | 0.273 | 0.350 | 0.217 | 0.000 | 0.000 | 0.115 | 0.230 | 0.274 | 0.373 | 0.060 | 0.059 | 1.000 | 0.159 | 0.058 | 0.110 | 0.272 | 0.191 | 0.227 | 0.287 | 0.221 |
| V14 | 0.112 | 0.076 | 0.068 | 0.000 | 0.163 | 1.000 | 0.000 | 0.000 | 0.178 | 0.000 | 0.195 | 0.166 | 0.059 | 0.000 | 0.286 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.127 | 0.245 | 0.159 | 0.000 | 0.059 | 0.141 | 0.096 |
| V15 | 0.103 | 0.208 | 0.140 | 0.199 | 0.120 | 0.000 | 1.000 | 0.000 | 0.151 | 0.231 | 0.252 | 0.004 | 0.165 | 0.156 | 0.234 | 0.165 | 0.212 | 0.084 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.371 | 0.164 | 0.151 | 0.169 | 0.189 |
| V16 | 0.112 | 0.000 | 0.116 | 0.360 | 0.000 | 0.000 | 0.000 | 1.000 | 0.457 | 0.284 | 0.000 | 0.506 | 0.293 | 0.080 | 0.816 | 0.231 | 0.069 | 0.000 | 1.000 | 1.000 | 0.534 | 0.482 | 0.000 | 0.273 | 0.199 | 0.000 | 0.000 | 0.127 |
| V17 | 0.233 | 0.214 | 0.212 | 0.265 | 0.273 | 0.178 | 0.151 | 0.457 | 1.000 | 0.323 | 0.148 | 0.155 | 0.000 | 0.228 | 0.344 | 0.182 | 0.257 | 0.061 | 0.000 | 0.000 | 0.000 | 0.191 | 0.000 | 0.331 | 0.124 | 0.182 | 0.204 | 0.193 |
| V18 | 0.468 | 0.195 | 0.277 | 0.259 | 0.350 | 0.000 | 0.231 | 0.284 | 0.323 | 1.000 | 0.168 | 0.034 | 0.096 | 0.141 | 0.199 | 0.227 | 0.574 | 0.080 | 0.000 | 1.000 | 0.201 | 0.000 | 0.000 | 0.115 | 0.121 | 0.108 | 0.246 | 0.073 |
| V19 | 0.000 | 0.204 | 0.229 | 0.295 | 0.217 | 0.195 | 0.252 | 0.000 | 0.148 | 0.168 | 1.000 | 0.000 | 0.156 | 0.260 | 0.000 | 0.409 | 0.241 | 0.080 | -0.045 | 0.000 | 0.409 | -0.147 | 0.062 | 0.473 | 0.068 | 0.258 | 0.248 | 0.309 |
| V2 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 0.166 | 0.004 | 0.506 | 0.155 | 0.034 | 0.000 | 1.000 | 0.249 | 0.000 | 0.459 | 0.122 | 0.000 | 0.183 | 0.000 | 0.068 | 0.035 | 0.676 | 0.113 | 0.625 | 0.416 | 0.000 | 0.000 | 0.182 |
| V20 | 0.000 | 0.000 | 0.138 | 0.061 | 0.000 | 0.059 | 0.165 | 0.293 | 0.000 | 0.096 | 0.156 | 0.249 | 1.000 | 0.225 | 0.052 | 0.321 | 0.000 | -0.184 | 0.205 | 0.432 | 0.328 | 0.344 | 0.005 | -0.068 | 0.000 | 0.069 | 0.000 | 0.225 |
| V21 | 0.207 | 0.370 | 0.227 | 0.199 | 0.115 | 0.000 | 0.156 | 0.080 | 0.228 | 0.141 | 0.260 | 0.000 | 0.225 | 1.000 | 0.279 | 0.256 | 0.354 | 0.000 | 0.000 | 0.047 | 0.037 | 0.110 | 0.265 | 0.000 | 0.200 | 0.295 | 0.311 | 0.324 |
| V22 | 0.375 | 0.068 | 0.203 | 0.301 | 0.230 | 0.286 | 0.234 | 0.816 | 0.344 | 0.199 | 0.000 | 0.459 | 0.052 | 0.279 | 1.000 | 0.386 | 0.378 | 0.435 | 0.000 | 0.000 | 0.763 | 0.577 | 0.000 | 0.350 | 0.000 | 0.311 | 0.451 | 0.136 |
| V23 | 0.172 | 0.236 | 0.359 | 0.231 | 0.274 | 0.000 | 0.165 | 0.231 | 0.182 | 0.227 | 0.409 | 0.122 | 0.321 | 0.256 | 0.386 | 1.000 | 0.325 | 0.123 | 0.057 | 0.000 | 0.124 | 0.131 | 0.335 | 0.290 | 0.168 | 0.273 | 0.322 | 0.302 |
| V24 | 0.596 | 0.168 | 0.455 | 0.373 | 0.373 | 0.028 | 0.212 | 0.069 | 0.257 | 0.574 | 0.241 | 0.000 | 0.000 | 0.354 | 0.378 | 0.325 | 1.000 | 0.103 | 0.063 | 0.000 | 0.000 | 0.070 | 0.251 | 0.313 | 0.251 | 0.247 | 0.332 | 0.280 |
| V25 | 0.029 | 0.010 | 0.078 | 0.000 | 0.060 | 0.000 | 0.084 | 0.000 | 0.061 | 0.080 | 0.080 | 0.183 | -0.184 | 0.000 | 0.435 | 0.123 | 0.103 | 1.000 | 0.108 | 0.000 | 0.131 | -0.031 | -0.008 | 0.241 | 0.382 | 0.000 | 0.069 | 0.000 |
| V26 | 0.071 | 0.000 | 0.000 | 0.000 | 0.059 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | -0.045 | 0.000 | 0.205 | 0.000 | 0.000 | 0.057 | 0.063 | 0.108 | 1.000 | 0.485 | 0.000 | 0.115 | -0.004 | 0.035 | 0.000 | 0.035 | 0.000 | 0.000 |
| V27 | 0.000 | 1.000 | 1.000 | 0.100 | 1.000 | 0.000 | 1.000 | 1.000 | 0.000 | 1.000 | 0.000 | 0.068 | 0.432 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.485 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.581 | 1.000 | 1.000 | 1.000 |
| V28 | 0.000 | 0.000 | 0.127 | 0.051 | 0.159 | 0.000 | 0.000 | 0.534 | 0.000 | 0.201 | 0.409 | 0.035 | 0.328 | 0.037 | 0.763 | 0.124 | 0.000 | 0.131 | 0.000 | 0.000 | 1.000 | 0.065 | 0.464 | 0.296 | 0.169 | 0.145 | 0.000 | 0.078 |
| V3 | 0.100 | 0.000 | 0.000 | 0.000 | 0.058 | 0.127 | 0.000 | 0.482 | 0.191 | 0.000 | -0.147 | 0.676 | 0.344 | 0.110 | 0.577 | 0.131 | 0.070 | -0.031 | 0.115 | 0.000 | 0.065 | 1.000 | 0.161 | 0.164 | 0.247 | 0.000 | 0.000 | 0.207 |
| V4 | 0.238 | 0.000 | 0.149 | 0.000 | 0.110 | 0.245 | 0.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.113 | 0.005 | 0.265 | 0.000 | 0.335 | 0.251 | -0.008 | -0.004 | 0.000 | 0.464 | 0.161 | 1.000 | 0.236 | 0.280 | 0.176 | 0.452 | 0.197 |
| V5 | 0.171 | 0.301 | 0.283 | 0.134 | 0.272 | 0.159 | 0.371 | 0.273 | 0.331 | 0.115 | 0.473 | 0.625 | -0.068 | 0.000 | 0.350 | 0.290 | 0.313 | 0.241 | 0.035 | 0.000 | 0.296 | 0.164 | 0.236 | 1.000 | 0.215 | 0.224 | 0.285 | 0.256 |
| V6 | 0.107 | 0.000 | 0.185 | 0.000 | 0.191 | 0.000 | 0.164 | 0.199 | 0.124 | 0.121 | 0.068 | 0.416 | 0.000 | 0.200 | 0.000 | 0.168 | 0.251 | 0.382 | 0.000 | 0.581 | 0.169 | 0.247 | 0.280 | 0.215 | 1.000 | 0.228 | 0.265 | 0.261 |
| V7 | 0.159 | 0.224 | 0.219 | 0.259 | 0.227 | 0.059 | 0.151 | 0.000 | 0.182 | 0.108 | 0.258 | 0.000 | 0.069 | 0.295 | 0.311 | 0.273 | 0.247 | 0.000 | 0.035 | 1.000 | 0.145 | 0.000 | 0.176 | 0.224 | 0.228 | 1.000 | 0.319 | 0.241 |
| V8 | 0.240 | 0.307 | 0.285 | 0.310 | 0.287 | 0.141 | 0.169 | 0.000 | 0.204 | 0.246 | 0.248 | 0.000 | 0.000 | 0.311 | 0.451 | 0.322 | 0.332 | 0.069 | 0.000 | 1.000 | 0.000 | 0.000 | 0.452 | 0.285 | 0.265 | 0.319 | 1.000 | 0.287 |
| V9 | 0.192 | 0.377 | 0.270 | 0.330 | 0.221 | 0.096 | 0.189 | 0.127 | 0.193 | 0.073 | 0.309 | 0.182 | 0.225 | 0.324 | 0.136 | 0.302 | 0.280 | 0.000 | 0.000 | 1.000 | 0.078 | 0.207 | 0.197 | 0.256 | 0.261 | 0.241 | 0.287 | 1.000 |
Missing values
Sample
| V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | 1 | 530101 | 38.50 | 66 | 28 | 3 | 3 | NaN | 2 | 5 | 4 | 4 | NaN | NaN | NaN | 3 | 5 | 45.00 | 8.40 | NaN | NaN | 2 | 2 | 11300 | 0 | 0 | 2 |
| 1 | 1 | 1 | 534817 | 39.2 | 88 | 20 | NaN | NaN | 4 | 1 | 3 | 4 | 2 | NaN | NaN | NaN | 4 | 2 | 50 | 85 | 2 | 2 | 3 | 2 | 2208 | 0 | 0 | 2 |
| 2 | 2 | 1 | 530334 | 38.30 | 40 | 24 | 1 | 1 | 3 | 1 | 3 | 3 | 1 | NaN | NaN | NaN | 1 | 1 | 33.00 | 6.70 | NaN | NaN | 1 | 2 | 0 | 0 | 0 | 1 |
| 3 | 1 | 9 | 5290409 | 39.10 | 164 | 84 | 4 | 1 | 6 | 2 | 2 | 4 | 4 | 1 | 2 | 5.00 | 3 | NaN | 48.00 | 7.20 | 3 | 5.30 | 2 | 1 | 2208 | 0 | 0 | 1 |
| 4 | 2 | 1 | 530255 | 37.30 | 104 | 35 | NaN | NaN | 6 | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 74.00 | 7.40 | NaN | NaN | 2 | 2 | 4300 | 0 | 0 | 2 |
| 5 | 2 | 1 | 528355 | NaN | NaN | NaN | 2 | 1 | 3 | 1 | 2 | 3 | 2 | 2 | 1 | NaN | 3 | 3 | NaN | NaN | NaN | NaN | 1 | 2 | 0 | 0 | 0 | 2 |
| 6 | 1 | 1 | 526802 | 37.90 | 48 | 16 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | NaN | 3 | 5 | 37.00 | 7.00 | NaN | NaN | 1 | 1 | 3124 | 0 | 0 | 2 |
| 7 | 1 | 1 | 529607 | NaN | 60 | NaN | 3 | NaN | NaN | 1 | NaN | 4 | 2 | 2 | 1 | NaN | 3 | 4 | 44.00 | 8.30 | NaN | NaN | 2 | 1 | 2208 | 0 | 0 | 2 |
| 8 | 2 | 1 | 530051 | NaN | 80 | 36 | 3 | 4 | 3 | 1 | 4 | 4 | 4 | 2 | 1 | NaN | 3 | 5 | 38.00 | 6.20 | NaN | NaN | 3 | 1 | 3205 | 0 | 0 | 2 |
| 9 | 2 | 9 | 5299629 | 38.30 | 90 | NaN | 1 | NaN | 1 | 1 | 5 | 3 | 1 | 2 | 1 | NaN | 3 | NaN | 40.00 | 6.20 | 1 | 2.20 | 1 | 2 | 0 | 0 | 0 | 1 |
| V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 290 | 2 | 1 | 535054 | 38.6 | 45 | 16 | 2 | 1 | 2 | 1 | 1 | 1 | NaN | NaN | NaN | NaN | 1 | 1 | 43 | 58 | NaN | NaN | 1 | 2 | 0 | 0 | 0 | 2 |
| 291 | 1 | 1 | 528890 | 38.90 | 80 | 44 | 3 | 3 | 3 | 1 | 2 | 3 | 3 | 2 | 2 | 7.00 | 3 | 1 | 54.00 | 6.50 | 3 | NaN | 2 | 1 | 7111 | 0 | 0 | 2 |
| 292 | 1 | 1 | 530034 | 37.00 | 66 | 20 | 1 | 3 | 2 | 1 | 4 | 3 | 3 | 1 | NaN | NaN | 1 | 5 | 35.00 | 6.90 | 2 | NaN | 2 | 1 | 31110 | 0 | 0 | 2 |
| 293 | 1 | 1 | 534004 | NaN | 78 | 24 | 3 | 3 | 3 | 1 | NaN | 3 | NaN | 2 | 1 | NaN | NaN | 4 | 43 | 62 | NaN | 2 | 3 | 2 | 2209 | 0 | 0 | 2 |
| 294 | 2 | 1 | 533902 | 38.5 | 40 | 16 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | NaN | NaN | NaN | 3 | 2 | 37 | 67 | NaN | NaN | 1 | 2 | 0 | 0 | 0 | 2 |
| 295 | 1 | 1 | 533886 | NaN | 120 | 70 | 4 | NaN | 4 | 2 | 2 | 4 | NaN | NaN | NaN | NaN | NaN | 5 | 55 | 65 | NaN | NaN | 3 | 2 | 3205 | 0 | 0 | 2 |
| 296 | 2 | 1 | 527702 | 37.20 | 72 | 24 | 3 | 2 | 4 | 2 | 4 | 3 | 3 | 3 | 1 | NaN | 4 | 4 | 44.00 | NaN | 3 | 3.30 | 3 | 1 | 2208 | 0 | 0 | 1 |
| 297 | 1 | 1 | 529386 | 37.50 | 72 | 30 | 4 | 3 | 4 | 1 | 4 | 4 | 3 | 2 | 1 | NaN | 3 | 5 | 60.00 | 6.80 | NaN | NaN | 2 | 1 | 3205 | 0 | 0 | 2 |
| 298 | 1 | 1 | 530612 | 36.50 | 100 | 24 | 3 | 3 | 3 | 1 | 3 | 3 | 3 | 3 | 1 | NaN | 4 | 4 | 50.00 | 6.00 | 3 | 3.40 | 1 | 1 | 2208 | 0 | 0 | 1 |
| 299 | 1 | 1 | 534618 | 37.2 | 40 | 20 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4 | 1 | 36 | 62 | 1 | 1 | 3 | 2 | 6112 | 0 | 0 | 2 |